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Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic...

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March 2 007 Geral d Cho uinar Slide 1 doc.: IEEE 802.22-07/0112r0 Submission DTV signal stochastic behavior at the edge of the protected contour and resulting probability of detection from various sensing schemes. IEEE P802.22 Wireless RANs Date: 2007-03-11 N am e C om pany A ddress Phone em ail G erald Chouinard CRC 3701 Carling A venue, O ttaw a, O ntario, Canada K 2H 8S2 (613)998-2500 gerald.chouinard@ crc.ca Authors: Notice: This document has been prepared to assist IEEE 802.22. It is offered as a basis for discussion and is not binding on the contributing individual(s) or organization(s). The material in this document is subject to change in form and content after further study. The contributor(s) reserve(s) the right to add, amend or withdraw material contained herein. Release: The contributor grants a free, irrevocable license to the IEEE to incorporate material contained in this contribution, and any modifications thereof, in the creation of an IEEE Standards publication; to copyright in the IEEE’s name any IEEE Standards publication even though it may include portions of this contribution; and at the IEEE’s sole discretion to permit others to reproduce in whole or in part the resulting IEEE Standards publication. The contributor also acknowledges and accepts that this contribution may be made public by IEEE 802.22. Patent Policy and Procedures: The contributor is familiar with the IEEE 802 Patent Policy and Procedures http://standards.ieee.org/guides/bylaws/sb-bylaws.pdf including the statement "IEEE standards may include the known use of patent(s), including patent applications, provided the IEEE receives assurance from the patent holder or applicant with respect to patents essential for compliance with both mandatory and optional portions of the standard." Early disclosure to the Working Group of patent information that might be relevant to the standard is essential to reduce the possibility for delays in the development process and increase the likelihood that the draft publication will be approved for publication. Please notify the Chair Carl R. Stevenson as early as possible, in written or electronic form, if patented technology (or technology under patent application) might be incorporated into a draft standard being developed within the IEEE 802.22 Working Group. If you have questions, contact the IEEE Patent Committee Administrator at [email protected] .
Transcript
Page 1: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 1

doc.: IEEE 802.22-07/0112r0

Submission

DTV signal stochastic behavior at the edge of the protected contour and resulting probability of

detection from various sensing schemes.

IEEE P802.22 Wireless RANs Date: 2007-03-11

Name Company Address Phone email

Gerald Chouinard CRC 3701 Carling Avenue, Ottawa, Ontario, Canada K2H 8S2

(613) 998-2500 [email protected]

Authors:

Notice: This document has been prepared to assist IEEE 802.22. It is offered as a basis for discussion and is not binding on the contributing individual(s) or organization(s). The material in this document is subject to change in form and content after further study. The contributor(s) reserve(s) the right to add, amend or withdraw material contained herein.

Release: The contributor grants a free, irrevocable license to the IEEE to incorporate material contained in this contribution, and any modifications thereof, in the creation of an IEEE Standards publication; to copyright in the IEEE’s name any IEEE Standards publication even though it may include portions of this contribution; and at the IEEE’s sole discretion to permit others to reproduce in whole or in part the resulting IEEE Standards publication. The contributor also acknowledges and accepts that this contribution may be made public by IEEE 802.22.

Patent Policy and Procedures: The contributor is familiar with the IEEE 802 Patent Policy and Procedures http://standards.ieee.org/guides/bylaws/sb-bylaws.pdf including the statement "IEEE standards may include the known use of patent(s), including patent applications, provided the IEEE receives assurance from the patent holder or applicant with respect to patents essential for compliance with both mandatory and optional portions of the standard." Early disclosure to the Working Group of patent information that might be relevant to the standard is essential to reduce the possibility for delays in the development process and increase the likelihood that the draft publication will be approved for publication. Please notify the Chair Carl R. Stevenson as early as possible, in written or electronic form, if patented technology (or technology under patent application) might be incorporated into a draft standard being developed within the IEEE 802.22 Working Group. If you have questions, contact the IEEE Patent Committee Administrator at [email protected].>

Page 2: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 2

doc.: IEEE 802.22-07/0112r0

Submission

TV signal availability at edge of contour

• Required DTV field strength: 41 dBuV/m at 615 MHz (20 log F scaling needed to compensate for the antenna effective aperture, 4π/λ2)

• Probability for DTV: F(50,90)– Location: 50% with standard deviation of 5.5 dB– Time: 90% with standard deviation depending on

distance from the transmit station

• Required DTV field strength: 64 dBuV/m

• Probability for Analog TV: F(50,50)– Location: 50% with standard deviation of 8.3 dB (VHF)

and 9.5 dB (UHF)– Time: 50% with same standard deviation as DTV

Page 3: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 3

doc.: IEEE 802.22-07/0112r0

Submission

ITU-R P.1546 propagation model• Three main propagation variations:

– Medium scale: Local ground cover variations due to obstructions in the vicinity of the receiver. Scale is in the order of these obstructions.• Propagation results were measured over 500 m to 1 km squares

– standard deviation was established with confidence over these squares– probability over adjacent squares should be statistically independent

• Flat land was assumed• Propagation results were averaged over few λ’s to

remove the impact of multipath

– Small scale: Multipath variations in the order of the wavelength typically following the Rayleigh model

– Large scale: Path variations due to changes in geometry of the entire propagation path such as presence of hills, etc.

• Need to include topographic data (TIREM, CRC-Predict, etc.)• Localization of the sensors relative to the terrain will be needed: geolocation

Page 4: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 4

doc.: IEEE 802.22-07/0112r0

Submission

ITU-R P.1546 propagation model (cont’d)

• For planning purpose:– Location variability will include a degree of multipath fading

(rooftop antenna falling in a multipath null that cannot be optimally positioned)

– It will also include some variability over greater distances.

• Probability for DTV: F(50,90)– Location: 50% with standard deviation of 5.5 dB– Time: 90% with standard deviation depending on distance

from the transmit station (variations caused by tropospheric propagation effects (e.g., ducting), leaves in deciduous trees, etc.) (σtime can be found for the given location from the predicted field strength from the difference between F(50,50) and F(50,90))

• Probability for NTSC: F(50,50)– Location: 50% with standard deviation of 8.3 dB (VHF) and

9.5 dB (UHF)– Time: 50% with same standard deviation as DTV

Page 5: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 5

doc.: IEEE 802.22-07/0112r0

Submission

Example at the edge of coverage ofa 1 MW, 300 m height DTV station

• Propagation model = ITU-R P.1546– Distance of protected contour from the DTV transmitter = 118 km– σlocation = 5.5 dB

– F(50,90) = 41 dB(μV/m) F(50,50) = 46.7 dB(μV/m)

– σtime = (F(50,50)-F(50,90))/Q-1(90%)= (56-41)/1.28= 4.46 dB

• Composite propagation– Sum of two log-normal distributions = log-normal (μ1+μ2, σ1

2+σ22)

– DTV signal variability at protected contour =

log-normal (μ= 46.7 dB(μV/m), σ= 7.08 dB)

Page 6: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 6

doc.: IEEE 802.22-07/0112r0

Submission

Example at the edge of coverage ofa 1 MW, 300 m height DTV station

• Propagation model = FCC Curves– Distance of protected contour from the DTV transmitter = 96.8 km– σlocation = 5.5 dB

– F(50,90) = 41 dB(μV/m) F(50,50) = 51.4 dB(μV/m)

– σtime = (F(50,50)-F(50,90))/Q-1(90%)= (51.4-41)/1.28= 8.12 dB

• Composite propagation– Sum of two log-normal distributions = log-normal (μ1+μ2, σ1

2+σ22)

– DTV signal variability at protected contour =

log-normal (μ= 51.4 dB(μV/m), σ= 9.8 dB)

Page 7: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 7

doc.: IEEE 802.22-07/0112r0

Submission

Channel bandwidth variability• If channel bandwidth is smaller,

there will be more flat fading occurrences due to very small excess delay (1/BW) multipath

• Sensing will be more difficult due to the additional signal fades

• Frequency fading within the useful bandwidth is treated elsewhere (captured DTV signals)

ITU-R DSB Handbook, "Terrestrial and satellite digital sound broadcasting to vehicular, portable and fixed receivers in the VHF/UHF bands", Geneva, 2002

Channel bandwidth

Rural signal standard deviation

6 MHz 5.5 dB

200 kHz 5.67 dB

80 kHz 5.9 dB

10 kHz 6.99 dB

Impact of channel bandwidth on signal variability

1

1.5

2

2.5

3

3.5

4

4.5

5

5.5

6

1 10 100 1000 10000

Channel bandwidth in kHz

Fa

din

g s

tan

da

rd d

ev

iati

on

(d

B)

Rural

Suburban

Urban

Page 8: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 8

doc.: IEEE 802.22-07/0112r0

Submission

Conversion from field strength to SNRat input of sensing detector

Frequency (MHz) 617 UHF TV Channel: 38

DTV DTV Pilot NTSC Part 74 Beacon

Location availability 50% 50% 50% 50% 50%Location standard deviation (dB) 5.5 6.99 7. 5.67 5.9Time availability 90% 90% 50% 90% 90%Channel bandwidth (MHz) 6 0.01 6 0.2 0.08Maximum field strength for service protection 41.0 29.8 64.0 -30.0 13.1 dB(uV/m)Equivalent power-flux-density -104.8 -116.0 -81.8 -175.8 -132.7 dB(W/m^2)

Sensing Receiver DTV DTV Pilot NTSC Part 74 Beacon

Sensing antenna gain (dBi)Omni antenna aperture (m^2)Antenna noise temperature (K)Antenna height (m)Coupling loss (dB)Downlead loss (dB)Pre-selection filter loss (dB)LNA Noise Figure (dB)System Noise Figure (dB)RF front-end Figure of Merit: G/T (dBK^1)RF front-end equivalent noise performance (dB)Sensing Signal-to-Noise ratio (SNR) (dB) 3.2 19.7 26.2 -53.1 -6.0

1.58

11.00

00.02223100.53

65.92-35.63

Page 9: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 9

doc.: IEEE 802.22-07/0112r0

Submission

Sensing technique performance(Thomson DTV segment detector)

Sensor RF sensing performance

0

0.2

0.4

0.6

0.8

1

-26 -22 -18 -14 -10 -6 -2SNR (dB)

Pro

bab

ility

of

mis

det

ecti

on

(P

md

) Sampling= 4.06 msPfa= 10 %

Page 10: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 10

doc.: IEEE 802.22-07/0112r0

Submission

0%

1%

2%

3%

4%

5%

6%

-26 -22 -18 -14 -10 -6 -2 2 6 10 14SNR (dB)

Lo

g-n

orm

al P

DF

.

Log-normal PDF

Sensing technique performance(Thomson DTV segment detector)

Sensor RF sensing performance

0

0.2

0.4

0.6

0.8

1

-26 -22 -18 -14 -10 -6 -2SNR (dB)

Pro

bab

ility

of

mis

det

ecti

on

(P

md

) Sampling= 4.06 msPfa= 10 %

μ= 8.9 dBσ= 7.08 dB

Page 11: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 11

doc.: IEEE 802.22-07/0112r0

Submission

Sensing technique performance(Thomson DTV segment detector)

0%

1%

2%

3%

4%

5%

6%

-26 -22 -18 -14 -10 -6 -2 2 6 10 14SNR (dB)

Lo

g-n

orm

al P

DF

.

Log-normal PDF

10 * (Pmd * PDF)

Sensor RF sensing performance

0

0.2

0.4

0.6

0.8

1

-26 -22 -18 -14 -10 -6 -2SNR (dB)

Pro

bab

ility

of

mis

det

ecti

on

(P

md

) Sampling= 4.06 msPfa= 10 %

Page 12: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 12

doc.: IEEE 802.22-07/0112r0

Submission

Sensing technique performance(Thomson DTV segment detector)

0%

1%

2%

3%

4%

5%

6%

-26 -22 -18 -14 -10 -6 -2 2 6 10 14SNR (dB)

Lo

g-n

orm

al P

DF

.

Log-normal PDF

10 * (Pmd * PDF)

Sensor RF sensing performance

0

0.2

0.4

0.6

0.8

1

-26 -22 -18 -14 -10 -6 -2SNR (dB)

Pro

bab

ility

of

mis

det

ecti

on

(P

md

) Sampling= 4.06 msPfa= 10 %

Pdetection= 99.482%

Page 13: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 13

doc.: IEEE 802.22-07/0112r0

Submission

Sensing technique performance(I2R covariance absolute value detector)

Sampling= 4 msPfa= 1 %

Sensor RF sensing performance

0

0.2

0.4

0.6

0.8

1

-26 -22 -18 -14 -10 -6 -2

SNR (dB)

Pro

bab

ility

of

mis

det

ecti

on

(P

md

)

Page 14: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 14

doc.: IEEE 802.22-07/0112r0

Submission

Sensing technique performance(I2R covariance absolute value detector)

Sampling= 4 msPfa= 1 %

0%

1%

2%

3%

4%

5%

6%

-26 -22 -18 -14 -10 -6 -2 2 6 10 14SNR (dB)

Lo

g-n

orm

al P

DF

.

Log-normal PDF

Sensor RF sensing performance

0

0.2

0.4

0.6

0.8

1

-26 -22 -18 -14 -10 -6 -2

SNR (dB)

Pro

bab

ility

of

mis

det

ecti

on

(P

md

)

Page 15: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 15

doc.: IEEE 802.22-07/0112r0

Submission

0%

1%

2%

3%

4%

5%

6%

-26 -22 -18 -14 -10 -6 -2 2 6 10 14SNR (dB)

Lo

g-n

orm

al P

DF

.

Log-normal PDF

10 * (Pmd * PDF)

Sensing technique performance(I2R covariance absolute value detector)

Sampling= 4 msPfa= 1 %

Sensor RF sensing performance

0

0.2

0.4

0.6

0.8

1

-26 -22 -18 -14 -10 -6 -2

SNR (dB)

Pro

bab

ility

of

mis

det

ecti

on

(P

md

)

Page 16: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 16

doc.: IEEE 802.22-07/0112r0

Submission

0%

1%

2%

3%

4%

5%

6%

-26 -22 -18 -14 -10 -6 -2 2 6 10 14SNR (dB)

Lo

g-n

orm

al P

DF

.

Log-normal PDF

10 * (Pmd * PDF)

Sensing technique performance(I2R covariance absolute value detector)

Sampling= 4 msPfa= 1 %

Pdetection= 99.843%

Sensor RF sensing performance

0

0.2

0.4

0.6

0.8

1

-26 -22 -18 -14 -10 -6 -2

SNR (dB)

Pro

bab

ility

of

mis

det

ecti

on

(P

md

)

Page 17: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 17

doc.: IEEE 802.22-07/0112r0

Submission

Sensing techniques performance comparisonRF sensing performance

0.1%

1.0%

10.0%

100.0%

-26 -24 -22 -20 -18 -16 -14 -12 -10 -8 -6 -4 -2SNR (dB)

Pro

ba

bili

ty o

f m

isd

ete

cti

on

(P

md

)

Energy - 1dB Pfa=10% 5 ms

Energy - 0.5dB Pfa=10% 5 ms

Energy - 0dB Pfa=10% 5ms

Note: Pd= 99.9986% at -116 dBm

Pd=98.535%

Pd=95.953%

Page 18: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 18

doc.: IEEE 802.22-07/0112r0

Submission

RF sensing performance

0.1%

1.0%

10.0%

100.0%

-26 -24 -22 -20 -18 -16 -14 -12 -10 -8 -6 -4 -2SNR (dB)

Pro

ba

bili

ty o

f m

isd

ete

cti

on

(P

md

)

Energy - 1dB Pfa=10% 5 ms

Energy - 0.5dB Pfa=10% 5 ms

Energy - 0dB Pfa=10% 5ms

Thomson-Segment Pfa=10% 4 ms

I2R Covariance Pfa=1% 4 ms

Sensing techniques performance comparison

Pd=98.535%

Pd=95.953%

Pd=99.482%

Pd=99.843%

Page 19: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 19

doc.: IEEE 802.22-07/0112r0

Submission

Sensing techniques performance comparisonRF sensing performance

0.1%

1.0%

10.0%

100.0%

-26 -24 -22 -20 -18 -16 -14 -12 -10 -8 -6 -4 -2SNR (dB)

Pro

ba

bili

ty o

f m

isd

ete

cti

on

(P

md

)

Energy - 1dB Pfa=10% 5 ms

Energy - 0.5dB Pfa=10% 5 ms

Energy - 0dB Pfa=10% 5ms

I2R Pfa=0.1% 4ms

I2R Pfa= 1% 4ms

I2R Pfa=10% 4 ms

Page 20: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 20

doc.: IEEE 802.22-07/0112r0

Submission

Sensing techniques performance comparisonRF sensing performance

0.1%

1.0%

10.0%

100.0%

-26 -24 -22 -20 -18 -16 -14 -12 -10 -8 -6 -4 -2SNR (dB)

Pro

ba

bili

ty o

f m

isd

ete

cti

on

(P

md

)

Energy - 1dB Pfa=10% 5 ms

Energy - 0.5dB Pfa=10% 5 ms

Energy - 0dB Pfa=10% 5ms

I2R Pfa=0.1% 4ms

I2R Pfa= 1% 4ms

I2R Pfa=10% 4 ms

I2R EME Pfa=2.9% 18.6 ms

I2R MME Pfa=7.7% 18.6 ms

Page 21: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 21

doc.: IEEE 802.22-07/0112r0

Submission

Sensing techniques performance comparisonRF sensing performance

0.1%

1.0%

10.0%

100.0%

-26 -24 -22 -20 -18 -16 -14 -12 -10 -8 -6 -4 -2SNR (dB)

Pro

ba

bili

ty o

f m

isd

ete

cti

on

(P

md

)

Energy - 1dB Pfa=10% 5 ms

Energy - 0.5dB Pfa=10% 5 ms

Energy - 0dB Pfa=10% 5ms

Qualcomm Field Pfa=10% 24 ms

Qualcom Field Pfa=1% 24 ms

Thomson Field Pfa=10% 24 ms

Thomson Field Pfa=1% 24ms

Page 22: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 22

doc.: IEEE 802.22-07/0112r0

Submission

Sensing techniques performance comparisonRF sensing performance

0.1%

1.0%

10.0%

100.0%

-26 -24 -22 -20 -18 -16 -14 -12 -10 -8 -6 -4 -2SNR (dB)

Pro

ba

bili

ty o

f m

isd

ete

cti

on

(P

md

)

Energy - 1dB Pfa=10% 5 ms

Energy - 0.5dB Pfa=10% 5 ms

Energy - 0dB Pfa=10% 5ms

Thomson-Segment Pfa=10% 4 ms

I2R Pfa=0.1% 4ms

I2R Pfa= 1% 4ms

I2R Pfa=10% 4 ms

Qualcomm Field Pfa=10% 24 ms

Qualcom Field Pfa=1% 24 ms

Thomson Field Pfa=10% 24 ms

Thomson Field Pfa=1% 24ms

I2R EME Pfa=2.9% 18.6 ms

I2R MME Pfa=7.7% 18.6 ms

Page 23: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 23

doc.: IEEE 802.22-07/0112r0

Submission

Collaborative sensing

PLFA: Probability of a local false alarm at a CPE

PLMD: Probability of a local misdetection at a CPE

PGFA: Probability of a global false alarm at the BS

PGMD: Probability of global misdetection at the BS

L: number of statistically independent CPEs

• Any local false alarm causes a global false alarm

• Any local detection causes a global detection (OR)

LGFALFA PP /1)1(1

LLMDGMD PP

Page 24: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 24

doc.: IEEE 802.22-07/0112r0

Submission

0%

1%

2%

3%

4%

5%

6%

-26 -22 -18 -14 -10 -6 -2 2 6 10 14SNR (dB)

Lo

g-n

orm

al P

DF

.

Log-normal PDF

10 * (Pmd * PDF)

Sensing technique performance(I2R covariance absolute value detector)

Sampling= 4 msPfa= 1 %

Pdetection= 99.843%

Sensor RF sensing performance

0

0.2

0.4

0.6

0.8

1

-26 -22 -18 -14 -10 -6 -2

SNR (dB)

Pro

bab

ility

of

mis

det

ecti

on

(P

md

)

Page 25: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 25

doc.: IEEE 802.22-07/0112r0

Submission

Impact of multiple sensors on log-normal curve

Composite log-normal for multiple sensors

0%

2%

4%

6%

8%

10%

12%

14%

16%

18%

-20 -15 -10 -5 0 5 10 15 20 25 30SNR (dB)

Pro

ba

bil

ity

1 sensor2 sensors3 sensors4 sensors6 sensors10 sensors16 sensors30 sensors

Page 26: Doc.: IEEE 802.22-07/0112r0 Submission March 2007 Gerald Chouinard, CRCSlide 1 DTV signal stochastic behavior at the edge of the protected contour and.

March 2007

Gerald Chouinard, CRC

Slide 26

doc.: IEEE 802.22-07/0112r0

Submission

Collaborative sensingSpecial consideration

• With simple OR gating of sensor reports, the Pfa will tend to increased rapidly with the number of sensors

• Pfa for individual sensors can be controlled by asking for repeated sensing times before reporting (each sensing window is independent statistically since it works against thermal noise)

• Data fusion at the base station should be based on “majority vote” (e.g., 2 out of 6 sensors) from a small number of well selected statistically independent CPEs (e.g., 6 sensors in the same topographic area located at more than 500 m) to provide a high level of probability of detection while keeping Pfa low.


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